Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 500 |
| Missing cells (%) | 2.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 165.2 KiB |
| Average record size in memory | 169.1 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 3 |
| Boolean | 1 |
F3 is highly overall correlated with F14 | High correlation |
F14 is highly overall correlated with F1 | High correlation |
F19 is highly overall correlated with F17 | High correlation |
F20 is highly overall correlated with F19 | High correlation |
F21 is highly overall correlated with Class | High correlation |
Class is highly overall correlated with F21 | High correlation |
F1 is highly overall correlated with F14 | High correlation |
F7 is highly overall correlated with F15 | High correlation |
F15 is highly overall correlated with F7 | High correlation |
F17 is highly overall correlated with F19 | High correlation |
F21 has 500 (50.0%) missing values | Missing |
F17 is highly skewed (γ1 = 30.53867041) | Skewed |
Reproduction
| Analysis started | 2023-01-11 12:08:24.021141 |
|---|---|
| Analysis finished | 2023-01-11 12:08:42.291091 |
| Duration | 18.27 seconds |
| Software version | pandas-profiling vv3.5.0 |
| Download configuration | config.json |
F1
Real number (ℝ)
| Distinct | 946 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0678728 |
| Minimum | 0.1122 |
|---|---|
| Maximum | 4.602 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.1122 |
|---|---|
| 5-th percentile | 0.156144 |
| Q1 | 0.396475 |
| median | 0.7837 |
| Q3 | 1.46425 |
| 95-th percentile | 2.9751 |
| Maximum | 4.602 |
| Range | 4.4898 |
| Interquartile range (IQR) | 1.067775 |
Descriptive statistics
| Standard deviation | 0.90276259 |
|---|---|
| Coefficient of variation (CV) | 0.84538405 |
| Kurtosis | 1.6609954 |
| Mean | 1.0678728 |
| Median Absolute Deviation (MAD) | 0.4608 |
| Skewness | 1.4095306 |
| Sum | 1067.8727 |
| Variance | 0.81498029 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.151 | 3 | 0.3% |
| 1.153 | 3 | 0.3% |
| 0.2654 | 3 | 0.3% |
| 1.646 | 2 | 0.2% |
| 0.2618 | 2 | 0.2% |
| 1.192 | 2 | 0.2% |
| 0.9378 | 2 | 0.2% |
| 1.473 | 2 | 0.2% |
| 1.344 | 2 | 0.2% |
| 0.4813 | 2 | 0.2% |
| Other values (936) | 977 |
| Value | Count | Frequency (%) |
| 0.1122 | 1 | |
| 0.11465 | 1 | |
| 0.11515 | 1 | |
| 0.11567 | 1 | |
| 0.11749 | 1 | |
| 0.11826 | 1 | |
| 0.11895 | 1 | |
| 0.1212 | 1 | |
| 0.12129 | 1 | |
| 0.12363 | 1 |
| Value | Count | Frequency (%) |
| 4.602 | 1 | |
| 4.5 | 1 | |
| 4.461 | 1 | |
| 4.348 | 1 | |
| 4.325 | 1 | |
| 4.27 | 1 | |
| 4.17 | 1 | |
| 4.08 | 2 | |
| 3.93 | 1 | |
| 3.891 | 1 |
F2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 507 | |
| 0 | 493 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 507 | |
| 0 | 493 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 507 | |
| 0 | 493 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 507 | |
| 0 | 493 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 507 | |
| 0 | 493 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 507 | |
| 0 | 493 |
F3
Real number (ℝ)
| Distinct | 976 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5361.8321 |
| Minimum | -15323.44 |
|---|---|
| Maximum | 2722.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 998 |
| Negative (%) | 99.8% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -15323.44 |
|---|---|
| 5-th percentile | -8067.74 |
| Q1 | -5523.54 |
| median | -4984.54 |
| Q3 | -4731.1335 |
| 95-th percentile | -4128.3 |
| Maximum | 2722.56 |
| Range | 18046 |
| Interquartile range (IQR) | 792.4065 |
Descriptive statistics
| Standard deviation | 1494.9417 |
|---|---|
| Coefficient of variation (CV) | -0.27881173 |
| Kurtosis | 12.349799 |
| Mean | -5361.8321 |
| Median Absolute Deviation (MAD) | 323.87 |
| Skewness | -2.4744724 |
| Sum | -5361832.1 |
| Variance | 2234850.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4988.84 | 4 | 0.4% |
| -5069.24 | 4 | 0.4% |
| -5272.84 | 2 | 0.2% |
| -5217.24 | 2 | 0.2% |
| -7271.44 | 2 | 0.2% |
| -6384.84 | 2 | 0.2% |
| -5021.44 | 2 | 0.2% |
| -4323.24 | 2 | 0.2% |
| -6997.44 | 2 | 0.2% |
| -5249.04 | 2 | 0.2% |
| Other values (966) | 976 |
| Value | Count | Frequency (%) |
| -15323.44 | 1 | |
| -15023.44 | 1 | |
| -14847.44 | 1 | |
| -14219.44 | 1 | |
| -13353.44 | 1 | |
| -13057.44 | 1 | |
| -12909.44 | 1 | |
| -12531.44 | 1 | |
| -12337.44 | 1 | |
| -12285.44 | 1 |
| Value | Count | Frequency (%) |
| 2722.56 | 1 | |
| 890.56 | 1 | |
| -1359.44 | 1 | |
| -1585.44 | 1 | |
| -1835.44 | 1 | |
| -2091.44 | 1 | |
| -2245.44 | 1 | |
| -2327.44 | 1 | |
| -2335.44 | 1 | |
| -2399.44 | 1 |
F4
Real number (ℝ)
| Distinct | 948 |
|---|---|
| Distinct (%) | 94.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -13.23004 |
| Minimum | -23.889 |
|---|---|
| Maximum | -10.53387 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1000 |
| Negative (%) | 100.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -23.889 |
|---|---|
| 5-th percentile | -18.444 |
| Q1 | -14.325 |
| median | -12.41625 |
| Q3 | -11.337 |
| 95-th percentile | -10.672717 |
| Maximum | -10.53387 |
| Range | 13.35513 |
| Interquartile range (IQR) | 2.988 |
Descriptive statistics
| Standard deviation | 2.5603688 |
|---|---|
| Coefficient of variation (CV) | -0.19352691 |
| Kurtosis | 2.3902351 |
| Mean | -13.23004 |
| Median Absolute Deviation (MAD) | 1.3215 |
| Skewness | -1.5342713 |
| Sum | -13230.04 |
| Variance | 6.5554884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -14.787 | 3 | 0.3% |
| -15.927 | 3 | 0.3% |
| -14.529 | 3 | 0.3% |
| -10.965 | 3 | 0.3% |
| -13.65 | 2 | 0.2% |
| -10.872 | 2 | 0.2% |
| -14.373 | 2 | 0.2% |
| -11.8536 | 2 | 0.2% |
| -13.965 | 2 | 0.2% |
| -11.1288 | 2 | 0.2% |
| Other values (938) | 976 |
| Value | Count | Frequency (%) |
| -23.889 | 1 | |
| -23.691 | 1 | |
| -23.568 | 1 | |
| -23.487 | 1 | |
| -23.433 | 1 | |
| -23.235 | 1 | |
| -23.232 | 1 | |
| -23.037 | 1 | |
| -22.902 | 1 | |
| -22.575 | 1 |
| Value | Count | Frequency (%) |
| -10.53387 | 1 | |
| -10.53735 | 1 | |
| -10.53819 | 1 | |
| -10.54122 | 1 | |
| -10.54329 | 1 | |
| -10.54947 | 1 | |
| -10.55025 | 1 | |
| -10.55253 | 1 | |
| -10.5558 | 1 | |
| -10.55643 | 1 |
F5
Real number (ℝ)
| Distinct | 943 |
|---|---|
| Distinct (%) | 94.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.3137924 |
| Minimum | -14.613 |
|---|---|
| Maximum | -3.9917757 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1000 |
| Negative (%) | 100.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -14.613 |
|---|---|
| 5-th percentile | -9.7902 |
| Q1 | -7.4535 |
| median | -5.91225 |
| Q3 | -4.8531 |
| 95-th percentile | -4.163331 |
| Maximum | -3.9917757 |
| Range | 10.621224 |
| Interquartile range (IQR) | 2.6004 |
Descriptive statistics
| Standard deviation | 1.8425346 |
|---|---|
| Coefficient of variation (CV) | -0.29182691 |
| Kurtosis | 1.0654666 |
| Mean | -6.3137924 |
| Median Absolute Deviation (MAD) | 1.20495 |
| Skewness | -1.0667962 |
| Sum | -6313.7924 |
| Variance | 3.3949336 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -7.26 | 3 | 0.3% |
| -7.662 | 3 | 0.3% |
| -8.226 | 3 | 0.3% |
| -8.025 | 3 | 0.3% |
| -7.161 | 2 | 0.2% |
| -8.079 | 2 | 0.2% |
| -6.6189 | 2 | 0.2% |
| -9.087 | 2 | 0.2% |
| -5.3856 | 2 | 0.2% |
| -5.5662 | 2 | 0.2% |
| Other values (933) | 976 |
| Value | Count | Frequency (%) |
| -14.613 | 1 | |
| -13.956 | 1 | |
| -13.563 | 1 | |
| -12.867 | 1 | |
| -12.822 | 1 | |
| -12.609 | 1 | |
| -12.507 | 1 | |
| -12.09 | 1 | |
| -11.988 | 1 | |
| -11.955 | 1 |
| Value | Count | Frequency (%) |
| -3.9917757 | 1 | |
| -3.994527 | 1 | |
| -3.999396 | 1 | |
| -3.999717 | 1 | |
| -4.000272 | 1 | |
| -4.009545 | 1 | |
| -4.010214 | 1 | |
| -4.013655 | 1 | |
| -4.02087 | 1 | |
| -4.0212 | 1 |
F6
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 481 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 481 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 481 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 481 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 481 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 481 |
F7
Real number (ℝ)
| Distinct | 942 |
|---|---|
| Distinct (%) | 94.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8905323 |
| Minimum | 3.94276 |
|---|---|
| Maximum | 12.744 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 3.94276 |
|---|---|
| 5-th percentile | 4.04499 |
| Q1 | 4.48715 |
| median | 5.3096 |
| Q3 | 6.8565 |
| 95-th percentile | 9.5979 |
| Maximum | 12.744 |
| Range | 8.80124 |
| Interquartile range (IQR) | 2.36935 |
Descriptive statistics
| Standard deviation | 1.7998375 |
|---|---|
| Coefficient of variation (CV) | 0.30554752 |
| Kurtosis | 1.4417542 |
| Mean | 5.8905323 |
| Median Absolute Deviation (MAD) | 1.0191 |
| Skewness | 1.3092064 |
| Sum | 5890.5323 |
| Variance | 3.2394151 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.08 | 3 | 0.3% |
| 6.28 | 3 | 0.3% |
| 6.448 | 3 | 0.3% |
| 4.5462 | 3 | 0.3% |
| 4.2888 | 2 | 0.2% |
| 4.0912 | 2 | 0.2% |
| 6.746 | 2 | 0.2% |
| 6.106 | 2 | 0.2% |
| 8.568 | 2 | 0.2% |
| 7.876 | 2 | 0.2% |
| Other values (932) | 976 |
| Value | Count | Frequency (%) |
| 3.94276 | 1 | |
| 3.94416 | 1 | |
| 3.94542 | 1 | |
| 3.94728 | 1 | |
| 3.94908 | 1 | |
| 3.94918 | 1 | |
| 3.9494 | 1 | |
| 3.95082 | 1 | |
| 3.95128 | 1 | |
| 3.95256 | 1 |
| Value | Count | Frequency (%) |
| 12.744 | 1 | |
| 12.61 | 1 | |
| 12.51 | 1 | |
| 12.49 | 1 | |
| 12.358 | 1 | |
| 12.324 | 1 | |
| 12.208 | 1 | |
| 12.186 | 1 | |
| 12.05 | 1 | |
| 12.004 | 1 |
F8
Real number (ℝ)
| Distinct | 982 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -14.141708 |
| Minimum | -29.85 |
|---|---|
| Maximum | 5.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 997 |
| Negative (%) | 99.7% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -29.85 |
|---|---|
| 5-th percentile | -22.0077 |
| Q1 | -17.20975 |
| median | -14.18005 |
| Q3 | -11.06675 |
| 95-th percentile | -6.03645 |
| Maximum | 5.03 |
| Range | 34.88 |
| Interquartile range (IQR) | 6.143 |
Descriptive statistics
| Standard deviation | 4.8616413 |
|---|---|
| Coefficient of variation (CV) | -0.34378034 |
| Kurtosis | 0.35140073 |
| Mean | -14.141708 |
| Median Absolute Deviation (MAD) | 3.09905 |
| Skewness | 0.03887489 |
| Sum | -14141.708 |
| Variance | 23.635557 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -12.712 | 3 | 0.3% |
| -17.11 | 2 | 0.2% |
| -15.238 | 2 | 0.2% |
| -13.7385 | 2 | 0.2% |
| -12.875 | 2 | 0.2% |
| -15.15 | 2 | 0.2% |
| -16.837 | 2 | 0.2% |
| -16.677 | 2 | 0.2% |
| -11.533 | 2 | 0.2% |
| -12.927 | 2 | 0.2% |
| Other values (972) | 979 |
| Value | Count | Frequency (%) |
| -29.85 | 1 | |
| -29.34 | 1 | |
| -28.87 | 1 | |
| -28.85 | 1 | |
| -27.87 | 1 | |
| -26.85 | 1 | |
| -26.82 | 1 | |
| -26.21 | 1 | |
| -26.2 | 1 | |
| -26.08 | 2 |
| Value | Count | Frequency (%) |
| 5.03 | 1 | |
| 1.86 | 1 | |
| 0.14 | 1 | |
| -0.11 | 1 | |
| -0.29 | 1 | |
| -1.41 | 1 | |
| -1.79 | 1 | |
| -1.9 | 1 | |
| -2.15 | 1 | |
| -2.64 | 1 |
F9
Real number (ℝ)
| Distinct | 947 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -20.424599 |
| Minimum | -163.68 |
|---|---|
| Maximum | -0.124656 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1000 |
| Negative (%) | 100.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -163.68 |
|---|---|
| 5-th percentile | -63.872 |
| Q1 | -26.025 |
| median | -14.284 |
| Q3 | -6.504 |
| 95-th percentile | -1.32328 |
| Maximum | -0.124656 |
| Range | 163.55534 |
| Interquartile range (IQR) | 19.521 |
Descriptive statistics
| Standard deviation | 20.571395 |
|---|---|
| Coefficient of variation (CV) | -1.0071872 |
| Kurtosis | 6.6137612 |
| Mean | -20.424599 |
| Median Absolute Deviation (MAD) | 9.318 |
| Skewness | -2.1498379 |
| Sum | -20424.599 |
| Variance | 423.18229 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -25.2 | 5 | 0.5% |
| -24.24 | 3 | 0.3% |
| -25.84 | 3 | 0.3% |
| -15.322 | 3 | 0.3% |
| -23.88 | 2 | 0.2% |
| -28.1 | 2 | 0.2% |
| -17.442 | 2 | 0.2% |
| -10.924 | 2 | 0.2% |
| -14.478 | 2 | 0.2% |
| -24.72 | 2 | 0.2% |
| Other values (937) | 974 |
| Value | Count | Frequency (%) |
| -163.68 | 1 | |
| -140.78 | 1 | |
| -126.76 | 1 | |
| -115.58 | 1 | |
| -114.9 | 1 | |
| -112.76 | 1 | |
| -111.42 | 1 | |
| -103.92 | 1 | |
| -103.3 | 1 | |
| -99.8 | 1 |
| Value | Count | Frequency (%) |
| -0.124656 | 1 | |
| -0.135354 | 1 | |
| -0.17516 | 1 | |
| -0.19198 | 1 | |
| -0.26496 | 1 | |
| -0.26816 | 1 | |
| -0.29188 | 1 | |
| -0.29382 | 1 | |
| -0.30424 | 1 | |
| -0.30542 | 1 |
F10
Real number (ℝ)
| Distinct | 951 |
|---|---|
| Distinct (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9386083 |
| Minimum | 3.00299 |
|---|---|
| Maximum | 7.555 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 3.00299 |
|---|---|
| 5-th percentile | 3.0468325 |
| Q1 | 3.261825 |
| median | 3.65725 |
| Q3 | 4.307 |
| 95-th percentile | 5.9086 |
| Maximum | 7.555 |
| Range | 4.55201 |
| Interquartile range (IQR) | 1.045175 |
Descriptive statistics
| Standard deviation | 0.9012037 |
|---|---|
| Coefficient of variation (CV) | 0.22881273 |
| Kurtosis | 2.0990515 |
| Mean | 3.9386083 |
| Median Absolute Deviation (MAD) | 0.4696 |
| Skewness | 1.4966614 |
| Sum | 3938.6083 |
| Variance | 0.81216811 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.224 | 3 | 0.3% |
| 4.113 | 3 | 0.3% |
| 3.2331 | 2 | 0.2% |
| 3.8586 | 2 | 0.2% |
| 3.4945 | 2 | 0.2% |
| 4.089 | 2 | 0.2% |
| 3.209 | 2 | 0.2% |
| 4.339 | 2 | 0.2% |
| 3.3572 | 2 | 0.2% |
| 4.018 | 2 | 0.2% |
| Other values (941) | 978 |
| Value | Count | Frequency (%) |
| 3.00299 | 1 | |
| 3.00491 | 1 | |
| 3.005 | 1 | |
| 3.00724 | 1 | |
| 3.00748 | 1 | |
| 3.01129 | 1 | |
| 3.01196 | 1 | |
| 3.0128 | 1 | |
| 3.01329 | 1 | |
| 3.01336 | 1 |
| Value | Count | Frequency (%) |
| 7.555 | 1 | |
| 7.538 | 1 | |
| 7.514 | 1 | |
| 7.363 | 1 | |
| 7.315 | 1 | |
| 7.279 | 1 | |
| 7.27 | 1 | |
| 7.089 | 1 | |
| 7.073 | 1 | |
| 7.052 | 1 |
F11
Real number (ℝ)
| Distinct | 983 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2659.1237 |
| Minimum | -5806.3 |
|---|---|
| Maximum | 2905.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 993 |
| Negative (%) | 99.3% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -5806.3 |
|---|---|
| 5-th percentile | -3065.325 |
| Q1 | -2864.15 |
| median | -2778.455 |
| Q3 | -2623.3 |
| 95-th percentile | -1865.625 |
| Maximum | 2905.7 |
| Range | 8712 |
| Interquartile range (IQR) | 240.85 |
Descriptive statistics
| Standard deviation | 529.0181 |
|---|---|
| Coefficient of variation (CV) | -0.19894453 |
| Kurtosis | 25.70332 |
| Mean | -2659.1237 |
| Median Absolute Deviation (MAD) | 106.205 |
| Skewness | 3.536176 |
| Sum | -2659123.7 |
| Variance | 279860.16 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2598.6 | 3 | 0.3% |
| -2668.2 | 2 | 0.2% |
| -2539.8 | 2 | 0.2% |
| -2781.19 | 2 | 0.2% |
| -2550.7 | 2 | 0.2% |
| -2479.3 | 2 | 0.2% |
| -2718.9 | 2 | 0.2% |
| -2726.3 | 2 | 0.2% |
| -2804.62 | 2 | 0.2% |
| -2702.6 | 2 | 0.2% |
| Other values (973) | 979 |
| Value | Count | Frequency (%) |
| -5806.3 | 1 | |
| -4614.3 | 1 | |
| -4180.3 | 1 | |
| -3947.3 | 1 | |
| -3929.3 | 1 | |
| -3831.4 | 1 | |
| -3755 | 1 | |
| -3494.4 | 1 | |
| -3471.4 | 1 | |
| -3459.2 | 1 |
| Value | Count | Frequency (%) |
| 2905.7 | 1 | |
| 1545.7 | 1 | |
| 949.7 | 1 | |
| 840.7 | 1 | |
| 192.7 | 1 | |
| 189.7 | 1 | |
| 150.7 | 1 | |
| -80.3 | 1 | |
| -377.3 | 1 | |
| -387.3 | 1 |
F12
Real number (ℝ)
| Distinct | 955 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.6219168 |
| Minimum | -10.616 |
|---|---|
| Maximum | -1.64424 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1000 |
| Negative (%) | 100.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -10.616 |
|---|---|
| 5-th percentile | -7.4402 |
| Q1 | -4.447 |
| median | -3.0645 |
| Q3 | -2.2349 |
| 95-th percentile | -1.74116 |
| Maximum | -1.64424 |
| Range | 8.97176 |
| Interquartile range (IQR) | 2.2121 |
Descriptive statistics
| Standard deviation | 1.8055531 |
|---|---|
| Coefficient of variation (CV) | -0.49850761 |
| Kurtosis | 1.4796005 |
| Mean | -3.6219168 |
| Median Absolute Deviation (MAD) | 1.0067 |
| Skewness | -1.3276826 |
| Sum | -3621.9168 |
| Variance | 3.2600219 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4.524 | 3 | 0.3% |
| -6.184 | 3 | 0.3% |
| -3.912 | 3 | 0.3% |
| -3.612 | 3 | 0.3% |
| -1.8292 | 2 | 0.2% |
| -3.586 | 2 | 0.2% |
| -6.27 | 2 | 0.2% |
| -3.998 | 2 | 0.2% |
| -2.1162 | 2 | 0.2% |
| -2.684 | 2 | 0.2% |
| Other values (945) | 976 |
| Value | Count | Frequency (%) |
| -10.616 | 1 | |
| -10.406 | 1 | |
| -10.382 | 1 | |
| -10.218 | 1 | |
| -10.024 | 1 | |
| -9.978 | 1 | |
| -9.714 | 1 | |
| -9.66 | 1 | |
| -9.522 | 1 | |
| -9.516 | 1 |
| Value | Count | Frequency (%) |
| -1.64424 | 1 | |
| -1.65018 | 1 | |
| -1.6528 | 1 | |
| -1.65436 | 1 | |
| -1.65552 | 1 | |
| -1.65566 | 1 | |
| -1.65616 | 1 | |
| -1.65618 | 1 | |
| -1.65758 | 1 | |
| -1.65838 | 1 |
F13
Real number (ℝ)
| Distinct | 973 |
|---|---|
| Distinct (%) | 97.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.2442636 |
| Minimum | 5.760001 |
|---|---|
| Maximum | 11.578 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 5.760001 |
|---|---|
| 5-th percentile | 5.7613589 |
| Q1 | 5.803685 |
| median | 5.9936 |
| Q3 | 6.399525 |
| 95-th percentile | 7.7048 |
| Maximum | 11.578 |
| Range | 5.817999 |
| Interquartile range (IQR) | 0.59584 |
Descriptive statistics
| Standard deviation | 0.67193766 |
|---|---|
| Coefficient of variation (CV) | 0.10760879 |
| Kurtosis | 9.9887095 |
| Mean | 6.2442636 |
| Median Absolute Deviation (MAD) | 0.21622 |
| Skewness | 2.6438452 |
| Sum | 6244.2636 |
| Variance | 0.45150022 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.9437 | 2 | 0.2% |
| 6.777 | 2 | 0.2% |
| 5.9817 | 2 | 0.2% |
| 5.7600642 | 2 | 0.2% |
| 6.2193 | 2 | 0.2% |
| 6.899 | 2 | 0.2% |
| 6.4308 | 2 | 0.2% |
| 6.3841 | 2 | 0.2% |
| 5.8716 | 2 | 0.2% |
| 6.0562 | 2 | 0.2% |
| Other values (963) | 980 |
| Value | Count | Frequency (%) |
| 5.760001 | 1 | |
| 5.7600044 | 1 | |
| 5.7600053 | 1 | |
| 5.7600067 | 1 | |
| 5.7600085 | 1 | |
| 5.7600161 | 1 | |
| 5.760025 | 1 | |
| 5.7600319 | 1 | |
| 5.7600322 | 1 | |
| 5.7600374 | 1 |
| Value | Count | Frequency (%) |
| 11.578 | 1 | |
| 10.269 | 1 | |
| 10.251 | 1 | |
| 10.206 | 1 | |
| 9.91 | 1 | |
| 9.226 | 1 | |
| 8.914 | 1 | |
| 8.9 | 1 | |
| 8.783 | 1 | |
| 8.742 | 1 |
F14
Real number (ℝ)
| Distinct | 980 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11630.294 |
| Minimum | -23402.76 |
|---|---|
| Maximum | -1190.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1000 |
| Negative (%) | 100.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -23402.76 |
|---|---|
| 5-th percentile | -13619.235 |
| Q1 | -12032.46 |
| median | -11597.426 |
| Q3 | -11223.66 |
| 95-th percentile | -9447.15 |
| Maximum | -1190.76 |
| Range | 22212 |
| Interquartile range (IQR) | 808.8 |
Descriptive statistics
| Standard deviation | 1534.7472 |
|---|---|
| Coefficient of variation (CV) | -0.13196117 |
| Kurtosis | 13.581602 |
| Mean | -11630.294 |
| Median Absolute Deviation (MAD) | 412.8 |
| Skewness | -0.81036306 |
| Sum | -11630294 |
| Variance | 2355448.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -11315.46 | 2 | 0.2% |
| -11722.95 | 2 | 0.2% |
| -12073.86 | 2 | 0.2% |
| -11940.66 | 2 | 0.2% |
| -11116.56 | 2 | 0.2% |
| -11922.36 | 2 | 0.2% |
| -11254.86 | 2 | 0.2% |
| -11022.36 | 2 | 0.2% |
| -11454.45 | 2 | 0.2% |
| -11922.06 | 2 | 0.2% |
| Other values (970) | 980 |
| Value | Count | Frequency (%) |
| -23402.76 | 1 | |
| -21608.76 | 1 | |
| -20276.76 | 1 | |
| -19868.76 | 1 | |
| -19355.76 | 1 | |
| -19091.76 | 1 | |
| -18677.76 | 1 | |
| -18629.76 | 1 | |
| -17984.76 | 1 | |
| -17942.76 | 1 |
| Value | Count | Frequency (%) |
| -1190.76 | 1 | |
| -3461.76 | 1 | |
| -3857.76 | 1 | |
| -5834.76 | 1 | |
| -5891.76 | 1 | |
| -5894.76 | 1 | |
| -6728.76 | 1 | |
| -6836.76 | 1 | |
| -6854.76 | 1 | |
| -6908.76 | 1 |
F15
Real number (ℝ)
| Distinct | 973 |
|---|---|
| Distinct (%) | 97.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24105.732 |
| Minimum | 10433.64 |
|---|---|
| Maximum | 47423.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 10433.64 |
|---|---|
| 5-th percentile | 21162.75 |
| Q1 | 22905.3 |
| median | 23486.04 |
| Q3 | 24446.265 |
| 95-th percentile | 29468.79 |
| Maximum | 47423.64 |
| Range | 36990 |
| Interquartile range (IQR) | 1540.965 |
Descriptive statistics
| Standard deviation | 3111.5335 |
|---|---|
| Coefficient of variation (CV) | 0.12907857 |
| Kurtosis | 12.543579 |
| Mean | 24105.732 |
| Median Absolute Deviation (MAD) | 692.85 |
| Skewness | 2.4183072 |
| Sum | 24105732 |
| Variance | 9681640.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25301.04 | 2 | 0.2% |
| 23980.74 | 2 | 0.2% |
| 22602.24 | 2 | 0.2% |
| 24586.14 | 2 | 0.2% |
| 23801.64 | 2 | 0.2% |
| 22602.54 | 2 | 0.2% |
| 24220.14 | 2 | 0.2% |
| 23778.54 | 2 | 0.2% |
| 23756.94 | 2 | 0.2% |
| 23674.44 | 2 | 0.2% |
| Other values (963) | 980 |
| Value | Count | Frequency (%) |
| 10433.64 | 1 | |
| 13034.64 | 1 | |
| 13115.64 | 1 | |
| 14885.64 | 1 | |
| 15419.64 | 1 | |
| 15746.64 | 1 | |
| 15818.64 | 1 | |
| 16157.64 | 1 | |
| 17105.64 | 1 | |
| 17450.64 | 1 |
| Value | Count | Frequency (%) |
| 47423.64 | 1 | |
| 44315.64 | 1 | |
| 42413.64 | 1 | |
| 42044.64 | 1 | |
| 40586.64 | 1 | |
| 39917.64 | 1 | |
| 39707.64 | 1 | |
| 39668.64 | 1 | |
| 39062.64 | 1 | |
| 38726.64 | 1 |
F16
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| -1.4 | |
|---|---|
| -0.4 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4000 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.4 |
|---|---|
| 2nd row | -0.4 |
| 3rd row | -1.4 |
| 4th row | -1.4 |
| 5th row | -1.4 |
Common Values
| Value | Count | Frequency (%) |
| -1.4 | 529 | |
| -0.4 | 471 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.4 | 529 | |
| 0.4 | 471 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 1000 | |
| . | 1000 | |
| 4 | 1000 | |
| 1 | 529 | |
| 0 | 471 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 | |
| Dash Punctuation | 1000 | |
| Other Punctuation | 1000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 1000 | |
| 1 | 529 | |
| 0 | 471 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1000 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 1000 | |
| . | 1000 | |
| 4 | 1000 | |
| 1 | 529 | |
| 0 | 471 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 1000 | |
| . | 1000 | |
| 4 | 1000 | |
| 1 | 529 | |
| 0 | 471 |
| Distinct | 975 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103949.54 |
| Minimum | 96416.66 |
|---|---|
| Maximum | 209390.66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 96416.66 |
|---|---|
| 5-th percentile | 103622.22 |
| Q1 | 103814.59 |
| median | 103852.23 |
| Q3 | 103890.88 |
| 95-th percentile | 104078.76 |
| Maximum | 209390.66 |
| Range | 112974 |
| Interquartile range (IQR) | 76.29 |
Descriptive statistics
| Standard deviation | 3376.4596 |
|---|---|
| Coefficient of variation (CV) | 0.032481717 |
| Kurtosis | 954.76301 |
| Mean | 103949.54 |
| Median Absolute Deviation (MAD) | 37.92 |
| Skewness | 30.53867 |
| Sum | 1.0394954 × 108 |
| Variance | 11400479 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 103819.8 | 2 | 0.2% |
| 103783.54 | 2 | 0.2% |
| 103876 | 2 | 0.2% |
| 103858.85 | 2 | 0.2% |
| 103908.48 | 2 | 0.2% |
| 103837.67 | 2 | 0.2% |
| 103866.4 | 2 | 0.2% |
| 103853.02 | 2 | 0.2% |
| 103817.44 | 2 | 0.2% |
| 103853.07 | 2 | 0.2% |
| Other values (965) | 980 |
| Value | Count | Frequency (%) |
| 96416.66 | 1 | |
| 99104.66 | 1 | |
| 99630.66 | 1 | |
| 100772.66 | 1 | |
| 101152.66 | 1 | |
| 101370.66 | 1 | |
| 101646.66 | 1 | |
| 101804.66 | 1 | |
| 101855.46 | 1 | |
| 102138.26 | 1 |
| Value | Count | Frequency (%) |
| 209390.66 | 1 | |
| 110796.66 | 1 | |
| 108806.66 | 1 | |
| 106152.66 | 1 | |
| 105849.46 | 1 | |
| 105659.06 | 1 | |
| 105598.86 | 1 | |
| 105554.46 | 1 | |
| 105517.26 | 1 | |
| 105382.06 | 1 |
F18
Real number (ℝ)
| Distinct | 936 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9887168 |
| Minimum | 2.14444 |
|---|---|
| Maximum | 11.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 2.14444 |
|---|---|
| 5-th percentile | 2.25049 |
| Q1 | 2.68665 |
| median | 3.4781 |
| Q3 | 4.759 |
| 95-th percentile | 7.7287 |
| Maximum | 11.17 |
| Range | 9.02556 |
| Interquartile range (IQR) | 2.07235 |
Descriptive statistics
| Standard deviation | 1.7393566 |
|---|---|
| Coefficient of variation (CV) | 0.4360692 |
| Kurtosis | 2.165915 |
| Mean | 3.9887168 |
| Median Absolute Deviation (MAD) | 0.942 |
| Skewness | 1.483233 |
| Sum | 3988.7168 |
| Variance | 3.0253613 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.426 | 3 | 0.3% |
| 6.328 | 3 | 0.3% |
| 5.09 | 3 | 0.3% |
| 3.5846 | 2 | 0.2% |
| 3.6872 | 2 | 0.2% |
| 4.246 | 2 | 0.2% |
| 2.19976 | 2 | 0.2% |
| 4.456 | 2 | 0.2% |
| 3.1518 | 2 | 0.2% |
| 7.728 | 2 | 0.2% |
| Other values (926) | 977 |
| Value | Count | Frequency (%) |
| 2.14444 | 1 | |
| 2.14674 | 1 | |
| 2.14974 | 1 | |
| 2.15266 | 1 | |
| 2.15268 | 1 | |
| 2.1534 | 1 | |
| 2.15378 | 1 | |
| 2.15492 | 1 | |
| 2.1561 | 1 | |
| 2.15786 | 1 |
| Value | Count | Frequency (%) |
| 11.17 | 1 | |
| 10.994 | 1 | |
| 10.928 | 1 | |
| 10.716 | 1 | |
| 10.71 | 1 | |
| 10.556 | 1 | |
| 10.476 | 1 | |
| 10.246 | 1 | |
| 10.166 | 1 | |
| 9.88 | 1 |
F19
Real number (ℝ)
| Distinct | 979 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1451.0536 |
| Minimum | -139.08 |
|---|---|
| Maximum | 3091.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4 |
| Negative (%) | 0.4% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -139.08 |
|---|---|
| 5-th percentile | 1046.61 |
| Q1 | 1437.5825 |
| median | 1504.89 |
| Q3 | 1537.9612 |
| 95-th percentile | 1674.115 |
| Maximum | 3091.92 |
| Range | 3231 |
| Interquartile range (IQR) | 100.37875 |
Descriptive statistics
| Standard deviation | 246.53872 |
|---|---|
| Coefficient of variation (CV) | 0.16990325 |
| Kurtosis | 15.54994 |
| Mean | 1451.0536 |
| Median Absolute Deviation (MAD) | 44.985 |
| Skewness | -2.2939132 |
| Sum | 1451053.6 |
| Variance | 60781.339 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1354.72 | 3 | 0.3% |
| 1482.68 | 3 | 0.3% |
| 1550.6 | 2 | 0.2% |
| 1251.52 | 2 | 0.2% |
| 1504.89 | 2 | 0.2% |
| 1515.22 | 2 | 0.2% |
| 1521.88 | 2 | 0.2% |
| 1524.915 | 2 | 0.2% |
| 1513.84 | 2 | 0.2% |
| 1400.42 | 2 | 0.2% |
| Other values (969) | 978 |
| Value | Count | Frequency (%) |
| -139.08 | 1 | |
| -114.08 | 1 | |
| -113.08 | 1 | |
| -50.08 | 1 | |
| 110.92 | 1 | |
| 179.92 | 1 | |
| 183.92 | 1 | |
| 195.92 | 1 | |
| 208.92 | 1 | |
| 238.92 | 1 |
| Value | Count | Frequency (%) |
| 3091.92 | 1 | |
| 2942.92 | 1 | |
| 2298.92 | 1 | |
| 2271.82 | 1 | |
| 2078.32 | 1 | |
| 1947.52 | 1 | |
| 1918.92 | 1 | |
| 1869.92 | 1 | |
| 1838.02 | 1 | |
| 1833.42 | 1 |
F20
Real number (ℝ)
| Distinct | 974 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3933.397 |
| Minimum | -11393.48 |
|---|---|
| Maximum | 5696.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 978 |
| Negative (%) | 97.8% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -11393.48 |
|---|---|
| 5-th percentile | -5350.07 |
| Q1 | -4495.635 |
| median | -4210.1 |
| Q3 | -3746.73 |
| 95-th percentile | -1446.18 |
| Maximum | 5696.52 |
| Range | 17090 |
| Interquartile range (IQR) | 748.905 |
Descriptive statistics
| Standard deviation | 1405.7817 |
|---|---|
| Coefficient of variation (CV) | -0.35739635 |
| Kurtosis | 12.424351 |
| Mean | -3933.397 |
| Median Absolute Deviation (MAD) | 337.85 |
| Skewness | 2.2627157 |
| Sum | -3933397 |
| Variance | 1976222.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4122.08 | 2 | 0.2% |
| -4557.68 | 2 | 0.2% |
| -3948.88 | 2 | 0.2% |
| -4040.28 | 2 | 0.2% |
| -3957.68 | 2 | 0.2% |
| -3852.68 | 2 | 0.2% |
| -3926.28 | 2 | 0.2% |
| -3483.08 | 2 | 0.2% |
| -4460.48 | 2 | 0.2% |
| -4010.48 | 2 | 0.2% |
| Other values (964) | 980 |
| Value | Count | Frequency (%) |
| -11393.48 | 1 | |
| -9539.48 | 1 | |
| -8561.48 | 1 | |
| -8507.48 | 1 | |
| -7415.48 | 1 | |
| -7355.48 | 1 | |
| -7245.48 | 1 | |
| -7065.48 | 1 | |
| -6973.48 | 1 | |
| -6893.48 | 1 |
| Value | Count | Frequency (%) |
| 5696.52 | 1 | |
| 5620.52 | 1 | |
| 5252.52 | 1 | |
| 5134.52 | 1 | |
| 3600.52 | 1 | |
| 2886.52 | 1 | |
| 2702.52 | 1 | |
| 2170.52 | 1 | |
| 2144.52 | 1 | |
| 2068.52 | 1 |
| Distinct | 294 |
|---|---|
| Distinct (%) | 58.8% |
| Missing | 500 |
| Missing (%) | 50.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -44.65056 |
| Minimum | -54.96 |
|---|---|
| Maximum | -34.53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 500 |
| Negative (%) | 50.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -54.96 |
|---|---|
| 5-th percentile | -50.0145 |
| Q1 | -46.875 |
| median | -44.505 |
| Q3 | -42.45 |
| 95-th percentile | -39.411 |
| Maximum | -34.53 |
| Range | 20.43 |
| Interquartile range (IQR) | 4.425 |
Descriptive statistics
| Standard deviation | 3.188244 |
|---|---|
| Coefficient of variation (CV) | -0.071404344 |
| Kurtosis | -0.16792998 |
| Mean | -44.65056 |
| Median Absolute Deviation (MAD) | 2.175 |
| Skewness | -0.05826932 |
| Sum | -22325.28 |
| Variance | 10.164899 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -45.15 | 8 | 0.8% |
| -43.41 | 6 | 0.6% |
| -44.04 | 5 | 0.5% |
| -44.1 | 5 | 0.5% |
| -44.46 | 4 | 0.4% |
| -45.39 | 4 | 0.4% |
| -42.09 | 4 | 0.4% |
| -48.27 | 4 | 0.4% |
| -46.11 | 4 | 0.4% |
| -45.57 | 4 | 0.4% |
| Other values (284) | 452 | |
| (Missing) | 500 |
| Value | Count | Frequency (%) |
| -54.96 | 1 | |
| -53.19 | 1 | |
| -52.98 | 1 | |
| -52.89 | 1 | |
| -51.75 | 1 | |
| -51.66 | 1 | |
| -51.57 | 1 | |
| -51.54 | 1 | |
| -51.42 | 1 | |
| -51.12 | 1 |
| Value | Count | Frequency (%) |
| -34.53 | 1 | |
| -37.2 | 1 | |
| -37.59 | 1 | |
| -37.62 | 1 | |
| -37.65 | 1 | |
| -37.86 | 2 | |
| -38.16 | 1 | |
| -38.22 | 1 | |
| -38.4 | 1 | |
| -38.49 | 1 |
Class
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 506 | |
| False | 494 |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.| F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 | F15 | F16 | F17 | F18 | F19 | F20 | F21 | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.6430 | 0 | -4894.24 | -13.0281 | -4.793400 | 0 | 5.1270 | -17.1100 | -63.340 | 3.61690 | -2671.50 | -2.36000 | 5.783440 | -11315.46 | 22912.53 | -0.4 | 103811.34 | 5.43800 | 1747.920 | -4879.68 | -41.58 | False |
| 1 | 0.5310 | 0 | -5085.44 | -16.2210 | -3.991776 | 0 | 4.6256 | -4.5800 | -10.314 | 3.64880 | -2826.59 | -5.96800 | 8.180000 | -12852.96 | 25696.44 | -0.4 | 103884.02 | 5.09600 | 1496.080 | -4186.38 | -45.96 | True |
| 2 | 0.2640 | 0 | -7021.44 | -11.7591 | -6.161700 | 0 | 4.3628 | -14.7118 | -6.806 | 3.62830 | -2490.50 | -3.39140 | 5.760312 | -11012.16 | 20232.84 | -1.4 | 103987.08 | 2.36520 | 1523.412 | -4067.28 | NaN | False |
| 3 | 0.3196 | 1 | -4648.76 | -11.8110 | -4.217700 | 0 | 8.9380 | -7.5360 | -4.670 | 3.01503 | -2472.00 | -2.67960 | 6.437100 | -10297.86 | 23592.84 | -1.4 | 103842.08 | 4.40800 | 1506.810 | 1352.52 | NaN | True |
| 4 | 4.0800 | 0 | -4877.20 | -11.2635 | -8.061000 | 1 | 6.2800 | -14.5805 | -45.920 | 3.60030 | -2405.50 | -5.00600 | 6.393200 | -11527.38 | 24778.74 | -1.4 | 103842.48 | 3.13340 | 1581.790 | -5095.88 | -45.93 | True |
| 5 | 0.4568 | 0 | -4983.04 | -14.7090 | -6.640200 | 1 | 4.3992 | -15.2480 | -16.458 | 6.59600 | -2725.50 | -2.62960 | 6.419900 | -12340.86 | 22063.44 | -0.4 | 103927.24 | 6.24800 | 1387.720 | -4226.80 | -43.56 | False |
| 6 | 0.2620 | 0 | -2091.44 | -13.4490 | -4.800600 | 1 | 6.8580 | -10.0970 | -8.408 | 7.08900 | -2883.31 | -5.68800 | 5.771680 | -9447.96 | 23027.52 | -0.4 | 103842.30 | 2.22868 | 1525.276 | -4274.68 | -34.53 | False |
| 7 | 0.8144 | 0 | -8513.44 | -10.7589 | -10.098000 | 0 | 5.5288 | -15.2360 | -12.318 | 3.15760 | -1589.30 | -1.65618 | 6.536600 | -12202.86 | 24397.44 | -1.4 | 103911.16 | 2.42580 | 1308.320 | -5450.68 | -43.50 | True |
| 8 | 1.1120 | 0 | -4622.90 | -17.6280 | -8.295000 | 1 | 10.1540 | -11.0030 | -7.984 | 3.39890 | -2764.36 | -1.72354 | 5.805580 | -10919.46 | 22727.94 | -1.4 | 103972.14 | 3.71900 | 1716.520 | -3306.68 | NaN | True |
| 9 | 2.2570 | 1 | -5003.44 | -18.4350 | -4.799700 | 1 | 4.0732 | -14.5573 | -14.626 | 3.14900 | -2778.49 | -2.11940 | 6.878000 | -11922.66 | 16157.64 | -0.4 | 103799.38 | 7.27800 | 979.120 | -93.48 | NaN | True |
| F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 | F15 | F16 | F17 | F18 | F19 | F20 | F21 | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 1.5010 | 0 | -4364.640 | -12.9276 | -6.4251 | 1 | 4.21140 | -7.0080 | -7.9740 | 3.8131 | -2852.08 | -3.4742 | 6.038300 | -11398.41 | 28691.64 | -1.4 | 103804.84 | 3.8552 | 1489.930 | -3842.28 | -50.22 | False |
| 991 | 0.1883 | 1 | -5385.240 | -12.1659 | -4.3761 | 0 | 7.22400 | -13.4382 | -35.6200 | 3.1946 | -2954.40 | -4.2080 | 6.941000 | -13385.76 | 23708.64 | -1.4 | 103904.96 | 3.2500 | 1538.487 | -5984.88 | NaN | False |
| 992 | 0.5870 | 1 | -4747.945 | -12.7953 | -7.4250 | 0 | 5.00100 | -22.5040 | -1.7518 | 5.3190 | -2852.84 | -3.5880 | 5.892700 | -10754.16 | 22612.14 | -1.4 | 103845.08 | 4.5180 | 1577.960 | -4409.88 | -43.41 | False |
| 993 | 1.1530 | 1 | -6367.640 | -10.7850 | -4.6500 | 1 | 4.12800 | -14.4025 | -20.4000 | 3.8204 | -3831.40 | -3.1774 | 6.812000 | -11700.93 | 30398.64 | -0.4 | 103852.67 | 2.3242 | 1564.930 | -4919.48 | -39.72 | False |
| 994 | 0.9311 | 0 | -4995.240 | -12.1764 | -4.7589 | 1 | 4.90420 | -28.8500 | -55.2400 | 5.8610 | -2217.40 | -3.0570 | 5.813190 | -10969.86 | 24164.64 | -0.4 | 103835.64 | 4.8380 | 1676.020 | -4461.94 | NaN | True |
| 995 | 0.6828 | 1 | -5766.040 | -11.8536 | -4.8666 | 1 | 7.93800 | -11.1720 | -8.0140 | 3.2704 | -2911.39 | -2.9676 | 7.489000 | -11922.06 | 23569.44 | -1.4 | 103930.52 | 2.8358 | 1551.190 | -5559.68 | NaN | False |
| 996 | 1.2240 | 1 | -4424.640 | -16.6770 | -8.3130 | 1 | 4.91960 | -15.1500 | -12.6760 | 3.8161 | -2891.28 | -4.8220 | 7.069000 | -11328.69 | 24196.14 | -0.4 | 103922.40 | 4.0364 | 1519.940 | -4089.48 | NaN | False |
| 997 | 0.9912 | 1 | -5566.640 | -10.9698 | -8.3640 | 0 | 3.99842 | -15.4260 | -17.4420 | 3.7323 | -1933.80 | -10.6160 | 5.875600 | -12229.26 | 18449.64 | -1.4 | 103872.12 | 3.8368 | 1509.360 | -3772.28 | NaN | True |
| 998 | 0.6697 | 1 | -4630.960 | -11.4516 | -4.9707 | 0 | 8.61600 | -19.5220 | -1.6980 | 3.2263 | -2856.36 | -3.5940 | 5.761497 | -10846.56 | 23102.40 | -1.4 | 103837.70 | 4.4460 | 1549.200 | -3947.68 | -40.11 | False |
| 999 | 0.8394 | 1 | -5488.440 | -11.9115 | -5.1072 | 0 | 7.04600 | -12.8750 | -13.2920 | 3.3053 | -2544.10 | -2.5786 | 6.069900 | -11860.29 | 23621.04 | -0.4 | 103885.30 | 3.4320 | 1522.223 | -4645.08 | NaN | True |